{"id":"W2466803856","doi":"10.1111/gwat.12440","title":"Compound‐Specific Isotope Analyses to Assess TCE Biodegradation in a Fractured Dolomitic Aquifer","year":2016,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Environment","keywords":"Environmental chemistry; Chlorine; Isotope analysis; Biodegradation; Aquifer; Dolomite; Groundwater; Plume; Trichloroethylene; Isotopes of carbon; Chemistry; Total organic carbon; Geology; Mineralogy; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001810495,0.0002651067,0.0002015805,0.0007139297,0.00056236,0.0003522275,0.0003420887,0.0002221114,0.0006169245],"category_scores_gemma":[0.0002258964,0.0001485824,0.0001622299,0.0006583661,0.0003093831,0.0001672767,0.0001862222,0.0001563898,0.0001024822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167093,"about_ca_system_score_gemma":0.00101016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1902466,"about_ca_topic_score_gemma":0.3472126,"domain_scores_codex":[0.9998294,0.000008809684,0.000008285631,0.00003662212,0.00008638783,0.00003036237],"domain_scores_gemma":[0.999853,0.0000145431,0.00002740388,0.000004213927,0.00008119448,0.00001964423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002311486,0.00005591974,0.1592997,0.00005496423,0.0000282505,0.0001735436,0.0002538647,0.0008365405,0.833612,0.00004873654,0.00005077856,0.005354582],"study_design_scores_gemma":[0.00002291086,0.000604567,0.7292051,0.00001099343,0.00002672233,0.0003029318,0.001060273,0.003905674,0.2630386,0.00006025417,0.001740496,0.00002154654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991041,0.00003089367,0.0003606429,0.000004420018,5.733908e-7,0.00001213758,0.0002166397,0.000006475394,0.0002640679],"genre_scores_gemma":[0.9971917,0.00008622026,0.001437579,0.00001010288,6.682299e-7,0.00001573416,0.0003666673,0.00000443519,0.0008868228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1902466,"threshold_uncertainty_score":0.3782784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0726900118125846,"score_gpt":0.2783817783696779,"score_spread":0.2056917665570933,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}